young-geng / CQLLinks
Conservative Q Learning on top of SAC
☆131Updated 2 years ago
Alternatives and similar repositories for CQL
Users that are interested in CQL are comparing it to the libraries listed below
Sorting:
- PyTorch implementation of the Offline Reinforcement Learning algorithm CQL. Includes the versions DQN-CQL and SAC-CQL for discrete and co…☆137Updated last year
- ☆198Updated 2 years ago
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆169Updated 3 years ago
- Official PyTorch implementation of "Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble" (NeurIPS'21)☆75Updated 2 years ago
- Learning Invariant Representations for Reinforcement Learning without Reconstruction☆147Updated 3 years ago
- Code for MOPO: Model-based Offline Policy Optimization☆179Updated 3 years ago
- ☆56Updated 2 years ago
- Policy Expansion for Bridging Offline-to-Online Reinforcement Learning (ICLR23)☆57Updated 2 years ago
- Official codebase for "B-Pref: Benchmarking Preference-BasedReinforcement Learning" contains scripts to reproduce experiments.☆123Updated 3 years ago
- Implementation of Trajectory Transformer with attention caching and batched beam search☆111Updated 2 years ago
- A PyTorch implementation of Implicit Q-Learning☆82Updated 3 years ago
- Simple maze environments using mujoco-py☆57Updated last year
- Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning☆27Updated 3 years ago
- pytorch-implementation of Dreamer (Model-based Image RL Algorithm)☆166Updated 5 months ago
- ☆53Updated last year
- discrete soft Q learning(SQL) and soft Q imitation learning(SQIL) implementation in pytorch, simple!☆56Updated 2 years ago
- Code for Latent Action Space for Offline Reinforcement Learning [CoRL 2020]☆53Updated 3 years ago
- Author's PyTorch implementation of TD7 for online and offline RL☆145Updated last year
- Diversity is All You Need: Learning Skills without a Reward Function in PyTorch.☆68Updated last year
- Author's PyTorch implementation of Randomized Ensembled Double Q-Learning (REDQ) algorithm.☆168Updated 7 months ago
- Code for FOCAL Paper Published at ICLR 2021☆51Updated last year
- PyTorch implementation of the implicit Q-learning algorithm (IQL)☆41Updated 3 years ago
- Code accompanying the paper Adversarially Trained Actor Critic for Offline Reinforcement Learning by Ching-An Cheng*, Tengyang Xie*, Nan …☆70Updated 2 years ago
- PyTorch Implementation of FeUdal Networks for Hierarchical Reinforcement Learning (FuNs), Vezhnevets et al. 2017.☆41Updated 5 years ago
- PyTorch implementation of the Option-Critic framework, Harb et al. 2016☆128Updated 10 months ago
- Official code for "RAMBO: Robust Adversarial Model-Based Offline RL", NeurIPS 2022☆27Updated 2 years ago
- An open-source framework to benchmark and assess safety specifications of Reinforcement Learning problems.☆69Updated last year
- Code for Stabilizing Off-Policy RL via Bootstrapping Error Reduction☆161Updated 4 years ago
- official implementation for our paper Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning☆98Updated 10 months ago
- Model-Based Offline Reinforcement Learning☆50Updated 4 years ago